NCA-GENM Exam Dumps | You are building a multimodal Generative AI system to generate marketing content. You have text descriptions

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Question 149/192

You are building a multimodal Generative AI system to generate marketing content. You have text descriptions of products, images of the products, and customer reviews. Which of the following strategies would best handle potential inconsistencies or contradictions between these different modalities?

A. Ignoring customer reviews as they are often unreliable.

B. Using a simple averaging method to combine the features from each modality.

C. Employing an attention mechanism or a cross-modal fusion network that learns to weigh the importance of each modality based on the context.

D. Prioritizing the image data as images are the most visually appealing and engaging.

E. Training separate models for each modality and then averaging the outputs.

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